Decreased brain connectivity in smoking contrasts with increased connectivity in drinking

Author:

Cheng Wei123ORCID,Rolls Edmund T134ORCID,Robbins Trevor W56,Gong Weikang17,Liu Zhaowen8,Lv Wujun9,Du Jingnan1,Wen Hongkai3,Ma Liang10,Quinlan Erin Burke11,Garavan Hugh1213,Artiges Eric14,Papadopoulos Orfanos Dimitri15ORCID,Smolka Michael N16,Schumann Gunter11,Kendrick Keith17ORCID,Feng Jianfeng12318ORCID

Affiliation:

1. Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China

2. Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China

3. Department of Computer Science, University of Warwick, Coventry, United Kingdom

4. Oxford Centre for Computational Neuroscience, Oxford, United Kingdom

5. Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom

6. Department of Psychology, University of Cambridge, Cambridge, United Kingdom

7. University of Chinese Academy of Sciences, Beijing, China

8. School of Computer Science and Technology, Xidian University, Xi’an, China

9. School of Mathematics, Shanghai University Finance and Economics, Shanghai, China

10. Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China

11. Centre for Population Neuroscience and Stratified Medicine (PONS) and MRC-SGDP Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom

12. Department of Psychiatry, University of Vermont, Vermont, United States

13. Department of Psychiatry Psychology, University of Vermont, Vermont, United States

14. Institut National de la Santé et de la Recherche Médicale, INSERM Unit 1000 'Neuroimaging & Psychiatry', University Paris Sud – Paris Saclay, University Paris Descartes, Service Hospitalier Frédéric Joliot and GH Nord Essonne Psychiatry Department 91G16, Orsay, France

15. NeuroSpin CEA, Université Paris-Saclay, Gif-sur-Yvette, France

16. Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany

17. Key Laboratory for Neuroinformation of the Ministry of Education, School of Life Science and Technology, Center for Information in Medicine, University of Electronic Science and Technology of China, Chengdu, China

18. School of Mathematical Sciences and Centre for Computational Systems Biology, Fudan University, Shanghai, China

Abstract

In a group of 831 participants from the general population in the Human Connectome Project, smokers exhibited low overall functional connectivity, and more specifically of the lateral orbitofrontal cortex which is associated with non-reward mechanisms, the adjacent inferior frontal gyrus, and the precuneus. Participants who drank a high amount had overall increases in resting state functional connectivity, and specific increases in reward-related systems including the medial orbitofrontal cortex and the cingulate cortex. Increased impulsivity was found in smokers, associated with decreased functional connectivity of the non-reward-related lateral orbitofrontal cortex; and increased impulsivity was found in high amount drinkers, associated with increased functional connectivity of the reward-related medial orbitofrontal cortex. The main findings were cross-validated in an independent longitudinal dataset with 1176 participants, IMAGEN. Further, the functional connectivities in 14-year-old non-smokers (and also in female low-drinkers) were related to who would smoke or drink at age 19. An implication is that these differences in brain functional connectivities play a role in smoking and drinking, together with other factors.

Funder

National Natural Science Foundation of China

Shanghai Sailing Program

Natural Science Foundation of Shanghai

The Shanghai AI Platform for Diagnosis and Treatment of Brain Diseases

Base for Introducing Talents of Discipline to Universities

The Key Project of Shanghai Science and Technology Innovation Plan

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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